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Best Machine Learning Book for Beginners

You need a mixof different technologies for Data Science projects. Instead of learning many skills, just learn a few. The four main steps of any project are extracting the data, model development, artificial intelligence, and presentation. Attending interviews with many skills is not so easy. So keep the skills short.
A person with many skills can't perform all the work. You had better learn a few skills like Python, MATLAB, Tableau, and RDBMS. So that you can get a job quickly in the data-science project.
Out of Data Science skills, Machine learning is a new concept. Why because you can learn Python, like any other language. Tableau also the same. Here is the area that needs your 60% effort is Machine learning.  Machine Learning best book to start.

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AWS Vs Azure Load Balancers Top Insights

Amazon Web Services has three types of load balancers. And Azure is having two types of load balancers. This post tells you the top comparison between these two load balancers.

AWS vs Azure Load Balancers Top Insights

Amazon Web Services Load Balancer Types

  1. Application Load balancer
  2. Network Load balancer
  3. Classic Load balancers.

Application Load Balancer

Balancing of HTTP and HTTPS traffic and provides advanced request routing targeted at the delivery of modern application architectures, including microservices and containers. 

Operating at the individual request level (Layer 7), Application Load Balancer routes traffic to targets within Amazon Virtual Private Cloud (Amazon VPC) based on the content of the request.

Network Load Balancer


Network Load Balancer is best suited for load balancing of Transmission Control Protocol (TCP), User Datagram Protocol (UDP), and Transport Layer Security (TLS) traffic where extreme performance is required.

Classic Load Balancer

Classic Load Balancer provides basic load balancing across multiple Amazon EC2 instances and operates at both the request level and connection level. Classic Load Balancer is intended for applications that were built within the EC2-Classic network.

Azure Load Balancers Types


In the case of Azure load balancers, it has two types. And is needs many steps to make it workable:

  • Create an Azure load balancer
  • Create a load balancer health probe
  • Create load balancer traffic rules
  • Use the Custom Script Extension to create a basic IIS site
  • Create virtual machines and attach to a load balancer
  • View a load balancer in action
  • Add and remove VMs from a load balancer

The Azure has two types of load balancers. Those are:
  1. Public Load Balancer.
  2. The private or internal Load balancer.
Public Load Balancer

A public load balancer can provide outbound connections for virtual machines (VMs) inside your virtual network. These connections are accomplished by translating their private IP addresses to public IP addresses. Public Load Balancers are used to load balance internet traffic to your VMs.

Private Load Balancer


An internal (or private) load balancer is used where private IPs are needed at the frontend only. Internal load balancers are used to load balance traffic inside a virtual network. A load balancer frontend can be accessed from an on-premises network in a hybrid scenario.

Azure Load Balancer Features

  1. Load balancing of internal and external traffic.
  2. Connectivity of Azure virtual Machines.
  3. Security.

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